Research note

Does your starting goalkeeper change your defence? (Yes)

Status: Shipped (Model 18, α = 0.05 default)Backtest date: 25 May 2026Topline + full note · 1,026 words

Topline

The starting-keeper rating is informative beyond what the team-level Dixon-Coles / Hierarchical-Poisson fits capture. Applying it as a predict-time defensive multiplier on the opponent's expected goal rate — λ_a_adj = λ_a × exp(−α · gk_rating_h_centred) and symmetric on the away side — should sharpen the ensemble's per-fixture probabilities without disturbing the team-level fits themselves.

The change was originally landed against a 2-walk holdout. The [handoff doc](../private/2026-05-24-ds-h…

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